Statistical inference III

We focus on large sample statistical inference in more detail and with a bit more general assumptions than in the bachelor's level course of statistical inference ('Tilastollinen päättely II'). The first subject will be basic probability results on convergence in probability and distribution.

We will use the lecture notes by Pentti Saikkonen (see, for example, the spring 2016 course page 'Tilastollinen päättely III').

Prerequisites for the course are bachelor level studies in statistics, especially Tilastollinen päättely I and II, Lineaariset mallit I and Todennäköisyyslaskenta I and II.